Machine Learning with the Raspberry Pi Experiments with Data and Computer Vision
Using the Pi Camera and a Raspberry Pi board, expand and replicate interesting machine learning (ML) experiments. This book provides a solid overview of ML and a myriad of underlying topics to further explore. Non-technical discussions temper complex technical explanations to make the hottest and mo...
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| Format: | eBook |
| Language: | English |
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Berkeley, CA
Apress
2020, 2020
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| Edition: | 1st ed. 2020 |
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| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Chapter 1: Introduction to Machine Learning (ML) with the Raspberry Pi (RasPi)
- Chapter 2: Exploration of ML data models: Part 1
- Chapter 3: Exploration of ML data models: Part 2
- Chapter 4: Preparation for Deep Learning
- Chapter 5: Practical deep learning ANN demonstrations
- Chapter 6: CNN demonstrations
- Chapter 7: Predictions using ANNs and CNNs
- Chapter 8: Predictions using CNNs and MLPs for medical research
- Chapter 9: Reinforcement Learning.